CN105389990A - Illegal parking detection and identification method based on monitoring spherical camera - Google Patents

Illegal parking detection and identification method based on monitoring spherical camera Download PDF

Info

Publication number
CN105389990A
CN105389990A CN201510811237.2A CN201510811237A CN105389990A CN 105389990 A CN105389990 A CN 105389990A CN 201510811237 A CN201510811237 A CN 201510811237A CN 105389990 A CN105389990 A CN 105389990A
Authority
CN
China
Prior art keywords
video
sensing area
video sensing
ball machine
car plate
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201510811237.2A
Other languages
Chinese (zh)
Other versions
CN105389990B (en
Inventor
朱国梁
廖原
邓莎莎
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
BEIJING SIGNALWAY TECHNOLOGIES Co Ltd
Original Assignee
BEIJING SIGNALWAY TECHNOLOGIES Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by BEIJING SIGNALWAY TECHNOLOGIES Co Ltd filed Critical BEIJING SIGNALWAY TECHNOLOGIES Co Ltd
Priority to CN201510811237.2A priority Critical patent/CN105389990B/en
Publication of CN105389990A publication Critical patent/CN105389990A/en
Application granted granted Critical
Publication of CN105389990B publication Critical patent/CN105389990B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/017Detecting movement of traffic to be counted or controlled identifying vehicles
    • G08G1/0175Detecting movement of traffic to be counted or controlled identifying vehicles by photographing vehicles, e.g. when violating traffic rules

Landscapes

  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Closed-Circuit Television Systems (AREA)

Abstract

The invention relates to an illegal parking detection and identification method based on a monitoring spherical camera. The illegal parking detection and identification method is characterized in that the spherical camera is provided, a video head capable of rotating 360 degrees is installed on the spherical camera, and a first video detection region and more than one second video detection region are set in the shooting range of the video head. The method comprises the steps of: automatically jumping to the second video detection regions for analysis after the analysis of the first video detection region is finished, and then automatically jumping to the first video detection region after the detection of the second video detection region is finished, wherein the first video detection region and the second video detection region form an enclosed cycle link, and the analysis methods of the first video detection region and the second video detection region are identical. The illegal parking detection and identification method has the advantages that vehicles in an illegal parking management area are automatically detected in 360 degrees, the information of illegal vehicles is automatically identified, an identification result is automatically output, manual operation and management are not needed, multiple images of a video flow are analyzed, the analysis is continuous and reliable, and the identification result is accurate.

Description

A kind of parking offense based on monitoring ball machine detects recognition methods
Technical field
The present invention relates to video and detect discriminance analysis technical method, particularly relate to a kind of parking offense based on monitoring ball machine and detect recognition methods.
Background technology
Along with the development in expanding economy, city, the expansion of road, motor vehicles double just year by year, but the planning in parking lot does not catch up with the speed that motor vehicles increase.Therefore, motor vehicles disorderly stop leaving about and cause the problem of traffic congestion to remain incessant after repeated prohibition.Traditional parking offense management, public security deparment and traffic police department is needed to set out manpower patrol parking offense problem multi-happening section, advantage is that law enforcement evidence validity is high, but at substantial manpower, and can only manage a few sections, when traffic police personnel leave and occur disobey stop, there is monitoring range, the shortcoming that there is limitation the time, parking offense management difficulty, length consuming time, consume a large amount of manpower and materials.
Summary of the invention
For the weak point existed in the problems referred to above, the invention provides a kind of parking offense based on monitoring ball machine and detect recognition methods.
For achieving the above object, the invention provides a kind of parking offense based on monitoring ball machine and detect recognition methods, comprising:
Ball machine, described ball machine is provided with 360 ° of video heads rotated;
Setting the first video sensing area and more than one second video sensing area in described video heads coverage;
After described first video sensing area completes analysis, automatically jump to described second video surveillance regional analysis, after described second video sensing area has been detected, more automatically jump to described first video sensing area;
Described first video sensing area and described second video sensing area form closed circulation link;
Described first video sensing area is identical with described second video sensing area analytical approach.
Improve further as the present invention, described first video sensing area comprises the following steps:
Step 101: continuous multiple frames video is analyzed one by one;
Step 102: the coordinate reading the surveyed area pixel in video;
Step 103: calculate video sensing area value range;
Step 104: use the result of video sensing area to regulate monitoring ball machine zoom, make video sensing area carry out picture amplification and be in image frame central authorities;
Step 105: to slide window scan mode, vehicle detection is carried out to the video sensing area after amplifying;
Step 106: divide car plate surveyed area after vehicle being detected;
Step 107: to car plate surveyed area to slide window scanning;
Step 108: car plate detection is carried out to the result after scanning;
Step 109: the analysis of car plate laggard driving board detected, and export vehicle identity information analysis result.
Improve further as the present invention, described step 103 comprises: calculate the width of video sensing area and axis coordinate and length.
Improve further as the present invention, described step 103 comprises: described axis is divided into multistage.
Improve further as the present invention, described vehicle identity information analysis result comprises the number-plate number, car plate color, body color, car plate candid photograph figure, the parking offense video record of vehicle.
Beneficial effect of the present invention is: realize the vehicle that 360 ° of full angles detect parking offense management area automatically, automatic identification vehicles peccancy information, automatic output recognition result, manage without the need to manual operation, video flowing multiple image is analyzed, have and analyze continuity, reliability, recognition result is advantage accurately.
Accompanying drawing explanation
Fig. 1 is that a kind of parking offense based on monitoring ball machine of the present invention detects recognition methods.
Embodiment
As shown in Figure 1, a kind of parking offense based on monitoring ball machine of the embodiment of the present invention detects recognition methods, ball machine, and ball machine is provided with 360 ° of video heads rotated.Setting the first video sensing area and more than one second video sensing area in video heads coverage.After first video sensing area completes analysis, automatically jump to the second video surveillance regional analysis, after the second video sensing area has been detected, more automatically jump to the first video sensing area; First video sensing area and the second video sensing area form closed circulation link, and the first video sensing area is identical with the second video sensing area analytical approach.
First video sensing area comprises: analyze one by one continuous multiple frames video; Read the coordinate of the surveyed area pixel in video; Calculate video sensing area value range, calculate the width of video sensing area and axis coordinate and length, axis segmentation; Regulate monitoring ball machine zoom by the result of video sensing area, make video sensing area carry out picture amplification and be in image frame central authorities; To slide window scan mode, vehicle detection is carried out to the video sensing area after amplifying.To car plate surveyed area to slide window scanning; Car plate detection is carried out to the result after scanning; The analysis of car plate laggard driving board detected, and export vehicle identity information analysis result.Vehicle identity information analysis result comprises the number-plate number, car plate color, body color, car plate candid photograph figure, the parking offense video record of vehicle.
Realize the vehicle that 360 ° of full angles detect parking offense management area automatically, automatically identify vehicles peccancy information, automatically export recognition result, manage without the need to manual operation, analyze video flowing multiple image, have and analyze continuity, reliability, recognition result is advantage accurately.
The foregoing is only the preferred embodiments of the present invention, be not limited to the present invention, for a person skilled in the art, the present invention can have various modifications and variations.Within the spirit and principles in the present invention all, any amendment done, equivalent replacement, improvement etc., all should be included within protection scope of the present invention.

Claims (5)

1. the parking offense based on monitoring ball machine detects a recognition methods, it is characterized in that, comprising:
Ball machine, described ball machine is provided with 360 ° of video heads rotated;
Setting the first video sensing area and more than one second video sensing area in described video heads coverage;
After described first video sensing area completes analysis, automatically jump to described second video surveillance regional analysis, after described second video sensing area has been detected, more automatically jump to described first video sensing area;
Described first video sensing area and described second video sensing area form closed circulation link;
Described first video sensing area is identical with described second video sensing area analytical approach.
2. the parking offense based on monitoring ball machine according to claim 1 detects recognition methods, it is characterized in that: described first video sensing area comprises the following steps:
Step 101: continuous multiple frames video is analyzed one by one;
Step 102: the coordinate reading the surveyed area pixel in video;
Step 103: calculate video sensing area value range;
Step 104: use the result of video sensing area to regulate monitoring ball machine zoom, make video sensing area carry out picture amplification and be in image frame central authorities;
Step 105: to slide window scan mode, vehicle detection is carried out to the video sensing area after amplifying;
Step 106: divide car plate surveyed area after vehicle being detected;
Step 107: to car plate surveyed area to slide window scanning;
Step 108: car plate detection is carried out to the result after scanning;
Step 109: the analysis of car plate laggard driving board detected, and export vehicle identity information analysis result.
3. the parking offense based on monitoring ball machine according to claim 1 detects recognition methods, and it is characterized in that, described step 103 comprises:
Calculate the width of video sensing area, axis coordinate and length.
4. the parking offense based on monitoring ball machine according to claim 3 detects recognition methods, it is characterized in that: described step 3 comprises: described axis is divided into multistage.
5. according to claim 1, it is characterized in that: described vehicle identity information analysis result comprises the number-plate number, car plate color, body color, car plate candid photograph figure, the parking offense video record of vehicle.
CN201510811237.2A 2015-11-20 2015-11-20 A kind of parking offense detection recognition method based on monitoring ball machine Active CN105389990B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510811237.2A CN105389990B (en) 2015-11-20 2015-11-20 A kind of parking offense detection recognition method based on monitoring ball machine

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510811237.2A CN105389990B (en) 2015-11-20 2015-11-20 A kind of parking offense detection recognition method based on monitoring ball machine

Publications (2)

Publication Number Publication Date
CN105389990A true CN105389990A (en) 2016-03-09
CN105389990B CN105389990B (en) 2017-10-31

Family

ID=55422228

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510811237.2A Active CN105389990B (en) 2015-11-20 2015-11-20 A kind of parking offense detection recognition method based on monitoring ball machine

Country Status (1)

Country Link
CN (1) CN105389990B (en)

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105809975A (en) * 2016-05-30 2016-07-27 北京精英智通科技股份有限公司 Abnormal parking judgment method and abnormal parking judgment device
CN108091141A (en) * 2017-10-12 2018-05-29 西安天和防务技术股份有限公司 Vehicle License Plate Recognition System
CN108171989A (en) * 2018-01-24 2018-06-15 浙江浩腾电子科技股份有限公司 It is a kind of to stop capturing system and its application method suitable for the separated of universal ball machine
CN113299073A (en) * 2021-04-28 2021-08-24 北京百度网讯科技有限公司 Method, device, equipment and storage medium for identifying illegal parking of vehicle
CN113743249A (en) * 2021-08-16 2021-12-03 北京佳服信息科技有限公司 Violation identification method, device and equipment and readable storage medium

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6499025B1 (en) * 1999-06-01 2002-12-24 Microsoft Corporation System and method for tracking objects by fusing results of multiple sensing modalities
US20040220769A1 (en) * 2003-05-02 2004-11-04 Yong Rui System and process for tracking an object state using a particle filter sensor fusion technique
CN102110367A (en) * 2009-12-25 2011-06-29 刘天宇 System for detecting illegal parking behaviors in real time and control method thereof
CN202206460U (en) * 2011-08-23 2012-04-25 上海国际技贸联合有限公司 Digital ball machine with heartbeat function
CN102447835A (en) * 2011-10-29 2012-05-09 合肥博微安全电子科技有限公司 Non-blind-area multi-target cooperative tracking method and system
CN103366569A (en) * 2013-06-26 2013-10-23 东南大学 Method and system for snapshotting traffic violation vehicle in real time
CN103986871A (en) * 2014-05-23 2014-08-13 华中科技大学 Method and system for intelligent zoom video monitoring
CN104050679A (en) * 2014-07-03 2014-09-17 杭州藏愚科技有限公司 Illegal parking automatic evidence obtaining method
CN104506819A (en) * 2015-01-06 2015-04-08 成都新舟锐视科技有限公司 Multi-camera real-time linkage mutual feedback tracing system and method
CN104639908A (en) * 2015-02-05 2015-05-20 华中科技大学 Control method of monitoring ball machine

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6499025B1 (en) * 1999-06-01 2002-12-24 Microsoft Corporation System and method for tracking objects by fusing results of multiple sensing modalities
US20040220769A1 (en) * 2003-05-02 2004-11-04 Yong Rui System and process for tracking an object state using a particle filter sensor fusion technique
CN102110367A (en) * 2009-12-25 2011-06-29 刘天宇 System for detecting illegal parking behaviors in real time and control method thereof
CN202206460U (en) * 2011-08-23 2012-04-25 上海国际技贸联合有限公司 Digital ball machine with heartbeat function
CN102447835A (en) * 2011-10-29 2012-05-09 合肥博微安全电子科技有限公司 Non-blind-area multi-target cooperative tracking method and system
CN103366569A (en) * 2013-06-26 2013-10-23 东南大学 Method and system for snapshotting traffic violation vehicle in real time
CN103986871A (en) * 2014-05-23 2014-08-13 华中科技大学 Method and system for intelligent zoom video monitoring
CN104050679A (en) * 2014-07-03 2014-09-17 杭州藏愚科技有限公司 Illegal parking automatic evidence obtaining method
CN104506819A (en) * 2015-01-06 2015-04-08 成都新舟锐视科技有限公司 Multi-camera real-time linkage mutual feedback tracing system and method
CN104639908A (en) * 2015-02-05 2015-05-20 华中科技大学 Control method of monitoring ball machine

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105809975A (en) * 2016-05-30 2016-07-27 北京精英智通科技股份有限公司 Abnormal parking judgment method and abnormal parking judgment device
CN105809975B (en) * 2016-05-30 2018-11-27 北京精英智通科技股份有限公司 A kind of exception parking judgment method and device
CN108091141A (en) * 2017-10-12 2018-05-29 西安天和防务技术股份有限公司 Vehicle License Plate Recognition System
CN108091141B (en) * 2017-10-12 2020-10-02 西安天和防务技术股份有限公司 License plate recognition system
CN108171989A (en) * 2018-01-24 2018-06-15 浙江浩腾电子科技股份有限公司 It is a kind of to stop capturing system and its application method suitable for the separated of universal ball machine
CN113299073A (en) * 2021-04-28 2021-08-24 北京百度网讯科技有限公司 Method, device, equipment and storage medium for identifying illegal parking of vehicle
CN113743249A (en) * 2021-08-16 2021-12-03 北京佳服信息科技有限公司 Violation identification method, device and equipment and readable storage medium
CN113743249B (en) * 2021-08-16 2024-03-26 北京佳服信息科技有限公司 Method, device and equipment for identifying violations and readable storage medium

Also Published As

Publication number Publication date
CN105389990B (en) 2017-10-31

Similar Documents

Publication Publication Date Title
CN110136449B (en) Deep learning-based traffic video vehicle illegal parking automatic identification snapshot method
US11380104B2 (en) Method and device for detecting illegal parking, and electronic device
CN105389990A (en) Illegal parking detection and identification method based on monitoring spherical camera
CN103279756B (en) Vehicle detection based on integrated classifier analyzes system and determination method thereof
CN110738857B (en) Vehicle violation evidence obtaining method, device and equipment
CN105702048A (en) Automobile-data-recorder-based illegal lane occupation identification system and method for automobile on highway
CN103093249B (en) A kind of taxi identification method based on HD video and system
CN104766479A (en) Automobile identity recognition method and device based on ultrahigh frequency radio frequency and video image dual-recognition matching
WO2017125063A1 (en) Processing method and device for vehicle traffic violation
CN111405196B (en) Vehicle management method and system based on video splicing
CN108133599A (en) A kind of slag-soil truck video frequency identifying method and system
CN102682304A (en) Multi-feature integrated passer-by detection method and device
CN105321352A (en) A motor vehicle license plate blocking violation detection and evidence obtaining method
CN103310231A (en) Auto logo locating and identifying method
CN102945605A (en) Fake-licensed car identification method and system
CN113205689B (en) Multi-dimension-based roadside parking admission event judgment method and system
CN104809449A (en) Method for automatically detecting lane dotted boundary line of expressway video monitoring system
CN103778790B (en) A kind of vehicle flowrate square wave statistic law based on video sequence
Im et al. Bigdata analytics on CCTV images for collecting traffic information
CN113112813B (en) Illegal parking detection method and device
CN117576674A (en) License plate recognition method, device, equipment and medium
CN106251622A (en) Vehicle road monitor evidence collecting method and system thereof
TWI607323B (en) Method and system for vehicle data integration
Pham et al. Vision-based approach for urban vehicle detection & classification
Ramadan et al. Real-time Automated License Plate Recognition and Tracking of Runaway Vehicles

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant